Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-31 1.365983 1.697811 2.140643 2.800733 3.811498 5.406700 8.393412
2025-09-07 0.976457 1.336902 1.901922 2.946295 5.122495 10.586011 34.512801
2025-09-14 0.765971 1.108140 1.698780 2.958782 6.297280 19.742913 371.018805
2025-09-21 0.628499 0.940812 1.514160 2.863653 7.170551 35.197220 NaN
2025-09-28 0.539917 0.829823 1.388609 2.816231 8.226532 72.451969 NaN
2025-10-05 0.501709 0.797594 1.405513 3.145792 11.786057 609.981769 NaN
2025-10-12 0.461185 0.751081 1.375174 3.326546 15.672738 NaN NaN
2025-10-19 0.418468 0.691727 1.297471 3.303909 18.482318 NaN NaN
2025-10-26 0.378240 0.630831 1.200770 3.157580 19.866454 NaN NaN
2025-11-02 0.353967 0.599050 1.168537 3.247162 25.538842 NaN NaN
2025-11-09 0.336492 0.578764 1.160570 3.441018 36.740984 NaN NaN
2025-11-16 0.315249 0.547340 1.115572 3.441215 45.638044 NaN NaN
2025-11-23 0.291609 0.508509 1.044369 3.283143 48.784493 NaN NaN
2025-11-30 0.279525 0.493994 1.038852 3.468597 78.253390 NaN NaN
2025-12-07 0.264693 0.471477 1.005607 3.484660 107.576891 NaN NaN
2025-12-14 0.248591 0.444389 0.954009 3.363842 122.695090 NaN NaN
2025-12-21 0.235407 0.422805 0.915475 3.303779 154.421275 NaN NaN
2025-12-28 0.232157 0.423958 0.946582 3.723622 679.689213 NaN NaN
2026-01-04 0.225465 0.416157 0.948006 3.956217 6392.800185 NaN NaN
2026-01-11 0.215542 0.399577 0.917790 3.926999 158226.405364 NaN NaN
2026-01-18 0.204336 0.378988 0.871311 3.738742 462282.564564 NaN NaN
2026-01-25 0.197967 0.369759 0.861591 3.853865 NaN NaN NaN
2026-02-01 0.193528 0.364878 0.865833 4.104351 NaN NaN NaN